ResearchAgentic software pipeline

Selfwright

An agentic software pipeline: specifications in, tested and reviewed code out.

What it does

Autonomous delivery, human authority.

Specification-driven

Work starts from a written specification with explicit acceptance criteria, not an open-ended prompt.

Test-gated

Every stage must pass automated tests before the next one begins.

Independent review

Every change faces an independent review before it can merge.

Human approval at the gates

A person signs off on every release. Nothing reaches production on autopilot.

Full audit trail

Every decision, test result and approval is recorded, so any release can be traced end to end.

Proven on our own systems

Our own products will be its first customers, so every rule gets proven on real code first.

North star

Speed without losing control.

AI can now write most of the code. The hard part is trusting it. Selfwright is designed around one rule: autonomy everywhere it's safe, and human judgment everywhere it matters. The pipeline moves fast between the gates and stops at every one.

Where it stands

In research.

Selfwright's concept and architecture are laid out in full. Its core discipline, autonomy between gates and a person at each one, already runs our day-to-day builds, and Assay will serve as its review gate.

Questions about Selfwright: contact@oakshireholdings.net